POI Recommendation: A Temporal Matching between POI Popularity and User Regularity.
Zijun YaoYanjie FuBin LiuYanchi LiuHui XiongPublished in: ICDM (2016)
Keyphrases
- user preferences
- collaborative recommendation
- recommender systems
- collaborative filtering
- recommendation systems
- user profiles
- user behavior
- user profiling
- user feedback
- association rules
- location based social networks
- user interests
- user generated
- personalized recommendation
- recommendation algorithms
- matching algorithm
- temporal data
- cold start problem
- location based services
- spatio temporal
- temporal reasoning
- graph matching
- social media
- temporal patterns
- user interface
- content based filtering
- cold start
- long tail
- spreading activation
- temporal information
- matching process
- feature points
- individual user
- user ratings
- spatial and temporal
- product recommendation
- user modeling
- temporal constraints